Work with me
I design systems that align strategy, technology, and people.
Adopting AI is not the same as evolving with it.
Architect.
Not a consultant.
25 years across technology, sport, education and enterprise digital transformations — from founding one of Portugal's first internet providers to designing AI curricula for elite schools, collaborating with world-class athletes and advising investment networks.
Across these environments, one structural pattern keeps appearing: organisations adopt new capabilities, but the systems around them were never designed to integrate strategy, technology and people as one coherent architecture.
Consultants diagnose and recommend.
I architect systems.
I work at the intersection where most transformation fails — the gap between strategy, technology, and people. Not because any of these is broken. Because they were never designed as one system.
AI-Human Systems is the research framework behind everything I do.
The programmes, the advisory work, the curriculum design — all emerge from a single discipline:
How do you redesign an organisation so that human and artificial intelligence operate as one architecture?
AI transformation fails when organisations treat strategy, technology, and people as separate initiatives.
AI-Human Systems treats them as one architecture.
Transformation happens where strategy, technology, and people intersect — the point where artificial intelligence becomes an amplifier of human capability, not another tool in the stack.
Systems in practice
These are not case studies. They are recent engagements where the framework described here was applied — in live organisations and institutions.
AI curriculum architecture — International School (Switzerland)
Design of an AI-Human Thinking curriculum introducing cognitive models for working with artificial intelligence — not tool training.
Organisational AI integration — strategic advisory
Advisory for organisations redesigning how AI changes decision processes, knowledge flows, and leadership capability. The focus is not tool adoption — it is designing systems where human and machine intelligence amplify each other.
Every engagement starts from the same premise.
AI transformation is not technological. It's architectural.
Tools are available to everyone. What separates organisations that compound AI capability from those that fragment into disconnected pilots is the system underneath — the alignment between strategy, people, and technology.
That's what I design.
Organisations Building AI Capability
Companies and institutions that understand AI transformation is structural — and need the architecture, not the tools.
I design the alignment layer that connects strategy, technology, and human capability into one system — so AI compounds across the organisation instead of splintering into isolated initiatives.
- Strategic advisory and system design
- AI-Human integration architecture
- Decision frameworks and governance models
- Leadership capability programmes
- Implementation roadmaps (designed here, built with Bitsapiens)
Educational Institutions & National Systems
Schools, universities, governments, and investment bodies where the curriculum — not just the toolset — needs to evolve.
Capital without human capability is a bridge to nowhere.
I design the layer between investment and impact: curriculum, strategy, and capability architecture for institutions building their AI future.
- AI-Human Thinking curriculum design
- The Edge Program (students aged 14–25)
- Faculty and leadership development
- Institutional and national AI strategy
- Custom AI education programmes for companies
Built on the AI-Human Thinking framework. Currently piloted at Le Régent International School, Switzerland.
Leaders & Founders
Executives and entrepreneurs navigating complex transformation who need a thinking partner — not another consultant with a slide deck.
The age of AI demands more than learning new tools. It demands a cognitive shift in how you think, decide, and work with intelligent systems. Four disciplines — Foundations, Thinking, Leadership, Performance — form a structured pathway for operating in an AI-integrated world.
- Strategic advisory (ongoing or project-based)
- Decision architecture and personal frameworks
- Speaking and keynotes
- Research partnerships and co-authorship
Every engagement starts the same way.
A conversation. Not a sales call.
I need to understand what you are building, where the system is fracturing, and whether my approach fits.
You need to understand how I think and whether that thinking applies to your context.
Most engagements begin with a 30-minute diagnostic conversation.
No pitch.
No proposal.
Clarity.
Prefer to write first? [email protected]
Not ready for a conversation?
Download a short overview of the AI-Human Systems framework:
- Why most AI transformations fail
- The AI-Human Systems architecture
- The Cognitive Gap and The Cognitive Shift
- The capability pathway for leaders and organisations
Frequently asked
What does "AI-Human Systems Architect" mean?
It means designing the structural relationship between artificial intelligence and human cognition inside organisations and institutions — not just implementing AI tools, but redesigning how decisions get made, how knowledge flows, and how human judgment and machine intelligence amplify each other.
What types of problems do you work on?
Structural problems at the intersection of AI, strategy, and human systems — where the visible symptom (slow adoption, poor decisions, cultural resistance) has an invisible architectural cause. If the problem looks technological but feels organisational, that is usually the right territory.
What does the engagement process look like?
It starts with a 30-minute diagnostic conversation — no pitch, no proposal. Just clarity on both sides. If there's a structural problem worth pursuing, I map it. If that diagnosis points to something I can help solve, I propose a way to work together.
How long do engagements typically last?
It depends on the scope. Advisory relationships often run 6–12 months. Specific frameworks or programme design projects typically take 8–16 weeks. The first conversation clarifies what makes sense for the specific situation.
Do you work remotely and internationally?
Yes. Most advisory work happens remotely across time zones. For intensive programmes (curriculum design, leadership retreats, keynotes) in-person work is available globally.
The organisations that win this decade will not be the ones adopting the most tools.
They will be the ones redesigning how technology, people, and strategy function as one system.
If you are building that — or realising the challenge is more structural than it appeared — let's talk.